Knowledge assistants
Assistants that retrieve from approved documentation and help staff or customers find relevant answers, with source visibility and clear boundaries.
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04 / APPLIED AI & AUTOMATIONPut intelligence to work.
Put intelligence to work.
Where it makes a difference.
AI assistants, connected workflows, and process automation built into the tools your business already uses. Start with a useful outcome, then engineer the system around it.
WHAT WE CAN HELP WITH
Depth where it matters.
The exact activities, deliverables, and ongoing responsibilities are agreed for your environment.
Workflow automation
Connect tools and automate repetitive steps such as routing requests, preparing drafts, classifying records, and updating operational systems.
Document & content workflows
Structured extraction, summarization, and classification tailored to the document types and review requirements of your business.
AI-enabled applications
Integrate model APIs into websites, internal platforms, and mobile products with authentication, usage controls, and error handling.
Evaluation & human review
Define useful evaluation examples, identify failure cases, and add human approval where an automated result needs verification.
Deployment & operating costs
Select an appropriate hosted or self-managed approach, document data handling, and plan usage limits and ongoing maintenance.
THE DELIVERY STANDARDWork you can
Work you can
understand and own.
A focused workflow with measurable acceptance criteria, clear data boundaries, and human oversight where it matters.
A FEW PRACTICAL DETAILS
Before we begin.
Where should we start with AI?
Choose a repetitive, well-defined workflow with accessible source information and a clear way to assess the result. We can help define a small pilot before a broader rollout.
Can AI connect to our existing systems?
Where suitable APIs or approved integration methods are available, we can connect the workflow to your tools. Access, data handling, and permitted actions are defined before integration.
Will every output be correct?
AI output can be incomplete or incorrect. We design evaluation, source checks, and review steps around the consequences of an error, particularly for consequential actions.
LET’S BUILD SOMETHING THAT MATTERSYour next move.
Discuss your project Your next move.
Our technical focus.
Tell us what you’re building, improving, or ready to scale.